PSO算法理論研究及在通信領域中的應用與GSM-CDMA移動通信網絡規(guī)劃軟件設計.pdf

1、東北大學碩士學位論文PSO算法理論研究及在通信領域中的應用與GSMCDMA移動通信網絡規(guī)劃軟件設計姓名：張洋洋申請學位級別：碩士專業(yè)：通信與信息系統(tǒng)指導教師：王光興20040601至j!奎堂堡主堂垡絲苧竺!墜!!TheoryResearchofPSOandItsImplementationintheFieldofCommunicationandtheDesignofMobileCommunicationProgrammingSoftwa

2、reAbstractThehighcostofbasestationsitselfandtheinfluenceoftheirplacementtothequalityofserviceconfirmtheimportanceoftheprobleminthenetworkplanningofhowtodeterminethenumberofbasestationsandtheirsitesInthepast，thistaskdepen

3、dedonexperiencesofengineersandfieldteststoplaceabasestationApparentlytheseexperiencesarenotscientificand，often，thereexitsasharpgapbetweenexperiencesandtherealworldInrecentyears，theappearanceofDigitalMapbringsusaneweratoi

4、mplementcellplanningHowever，themostfrequentusesofdigitalmapsaretoachievecoverageanalysisandinterferencepredictionInthisthesis，DigitalMapwasintroducedintomobilenetworkplanning，andtheautomaticbasestationplacementinmobilene

5、tworkswassolvedThebasicmobilecommunicationsystemdesigningconceptsanditsrelatedtheorieswereintroducedThemathematicalmodelofautomaticbasestationplacementwasdefmedInthispaperamodemoptimizationalgorithm，particleSWallnoptimiz

6、ation(Pso)，isintroducedFirstlyIbrieflyintroducethemethodofparticleswarlnoptimization，algorithmflowanditsparametersThenaMultiobjectiveParticleSwarmOptimization，DividedRangeMultiobjectiveParticleSwarmOptimization(DRMPSO)wh

7、ichisbasedondistributedcomputing，ispresentedtosolvebasestationplacementproblemandthesimulationresultsindicatethattheDRMPSOiseffectiveFromthat，wetrustthattheDRMPSOisanefficientmethodtosolveotherproblemsincommunicationssuc

8、haschannelassignment，networktopologicaldesign，IPmulticast，WLANmulticastAdhocnetworksandsoonAtlast，wemakeaprospectaboutthePSOanditsprogressinsolvingmultiobjectiveproblemsincommunicationsAtlast，weintroducethedesignandimple